Shaizeen Aga

According to our database, Shaizeen Aga authored at least 24 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Global Optimizations & Lightweight Dynamic Logic for Concurrency.

Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair

CoRR, 2024

Balanced Data Placement for GEMV Acceleration with Processing-In-Memory.

Mohamed Assem Ibrahim, Mahzabeen Islam, Shaizeen Aga

CoRR, 2024

JIT-Q: Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.

Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Just-in-time Quantization with Processing-In-Memory for Efficient ML Training.

Mohamed Assem Ibrahim, Shaizeen Aga, Ada Li, Suchita Pati, Mahzabeen Islam

CoRR, 2023

Inclusive-PIM: Hardware-Software Co-design for Broad Acceleration on Commercial PIM Architectures.

Johnathan Alsop, Shaizeen Aga, Mohamed Assem Ibrahim, Mahzabeen Islam, Andrew McCrabb, Nuwan Jayasena

CoRR, 2023

Collaborative Acceleration for FFT on Commercial Processing-In-Memory Architectures.

Mohamed Assem Ibrahim, Shaizeen Aga

CoRR, 2023

Egalitarian ORAM: Wear-Leveling for ORAM.

Yi Zheng, Aasheesh Kolli, Shaizeen Aga

CoRR, 2023

Computation vs. Communication Scaling for Future Transformers on Future Hardware.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

CoRR, 2023

A Research Retrospective on AMD's Exascale Computing Journey.

Gabriel H. Loh, Michael J. Schulte, Mike Ignatowski, Vignesh Adhinarayanan, Shaizeen Aga, Derrick Aguren, Varun Agrawal, Ashwin M. Aji, Johnathan Alsop, Paul T. Bauman, Bradford M. Beckmann, Majed Valad Beigi, Sergey Blagodurov, Travis Boraten, Michael Boyer, William C. Brantley, Noel Chalmers, Shaoming Chen, Kevin Cheng, Michael L. Chu, David Cownie, Nicholas Curtis, Joris Del Pino, Nam Duong, Alexandru Dutu, Yasuko Eckert, Christopher Erb, Chip Freitag, Joseph L. Greathouse, Sudhanva Gurumurthi, Anthony Gutierrez, Khaled Hamidouche, Sachin Hossamani, Wei Huang, Mahzabeen Islam, Nuwan Jayasena, John Kalamatianos, Onur Kayiran, Jagadish Kotra, Alan Lee, Daniel Lowell, Niti Madan, Abhinandan Majumdar, Nicholas Malaya, Srilatha Manne, Susumu Mashimo, Damon McDougall, Elliot Mednick, Michael Mishkin, Mark Nutter, Indrani Paul, Matthew Poremba, Brandon Potter, Kishore Punniyamurthy, Sooraj Puthoor, Steven E. Raasch, Karthik Rao, Gregory Rodgers, Marko Scrbak, Mohammad Seyedzadeh, John Slice, Vilas Sridharan, René van Oostrum, Eric Van Tassell, Abhinav Vishnu, Samuel Wasmundt, Mark Wilkening, Noah Wolfe, Mark Wyse, Adithya Yalavarti, Dmitri Yudanov

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Tale of Two Cs: Computation vs. Communication Scaling for Future Transformers on Future Hardware.

Suchita Pati, Shaizeen Aga, Mahzabeen Islam, Nuwan Jayasena, Matthew D. Sinclair

Proceedings of the IEEE International Symposium on Workload Characterization, 2023

2022

Demystifying BERT: System Design Implications.

Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair

Proceedings of the IEEE International Symposium on Workload Characterization, 2022

2021

Demystifying BERT: Implications for Accelerator Design.

Suchita Pati, Shaizeen Aga, Nuwan Jayasena, Matthew D. Sinclair

CoRR, 2021

Efficient Cache Utilization via Model-aware Data Placement for Recommendation Models.

Mohamed Assem Ibrahim, Onur Kayiran, Shaizeen Aga

Proceedings of the MEMSYS 2021: The International Symposium on Memory Systems, Washington, USA, September 27, 2021

2020

SeqPoint: Identifying Representative Iterations of Sequence-Based Neural Networks.

Suchita Pati, Shaizeen Aga, Matthew D. Sinclair, Nuwan Jayasena

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2020

2019

Co-ML: a case for <u>co</u>llaborative <u>ML</u> acceleration using near-data processing.

Shaizeen Aga, Nuwan Jayasena, Mike Ignatowski

Proceedings of the International Symposium on Memory Systems, 2019

InvisiPage: oblivious demand paging for secure enclaves.

Shaizeen Aga, Satish Narayanasamy

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018

MOCA: Memory Object Classification and Allocation in Heterogeneous Memory Systems.

Aditya Narayan, Tiansheng Zhang, Shaizeen Aga, Satish Narayanasamy, Ayse K. Coskun

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

2017

Near Data Processing for Efficient and Trusted Systems.

Shaizeen Aga

PhD thesis, 2017

InvisiMem: Smart Memory Defenses for Memory Bus Side Channel.

Shaizeen Aga, Satish Narayanasamy

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

Compute Caches.

Shaizeen Aga, Supreet Jeloka, Arun Subramaniyan, Satish Narayanasamy, David T. Blaauw, Reetuparna Das

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017

2015

CilkSpec: optimistic concurrency for Cilk.

Shaizeen Aga, Sriram Krishnamoorthy, Satish Narayanasamy

Proceedings of the International Conference for High Performance Computing, 2015

Efficiently enforcing strong memory ordering in GPUs.

Abhayendra Singh, Shaizeen Aga, Satish Narayanasamy

Proceedings of the 48th International Symposium on Microarchitecture, 2015

zFENCE: Data-less Coherence for Efficient Fences.

Shaizeen Aga, Abhayendra Singh, Satish Narayanasamy

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015